Awesome Scene Graphs

Literature survey of scene graphs

Datasets

• VRD [Paper]
  • Visual Relationship Detection with Language Priors, ECCV, 2016.
    Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei
• Visual Genome [Paper]
  • Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations, ECCV, 2016.
    Ranjay Krishna, Yuke Zhu, Oliver Groth, Justin Johnson, Kenji Hata, Joshua Kravitz, Stephanie Chen, Yannis Kalantidis, Li-Jia Li, David A. Shamma, Michael S. Bernstein, Fei-Fei Li
• UnRel [Paper]
  • Weakly-supervised learning of visual relations, ICCV, 2017.
    Julia Peyre, Josef Sivic, Ivan Laptev, Cordelia Schmid

Papers

• VRD [Paper]

  • Visual Relationship Detection with Language Priors, ECCV, 2016.
    Cewu Lu, Ranjay Krishna, Michael Bernstein, Li Fei-Fei

• DR-Net [Paper]

  • Detecting Visual Relationships with Deep Relational Networks, CVPR, 2017.
    Bo Dai, Yuqi Zhang, Dahua Lin

• SGGen [Paper]

  • Scene Graph Generation by Iterative Message Passing, CVPR, 2017. Danfei Xu, Yuke Zhu, Christopher B. Choy, Li Fei-Fei
  • Image Generation from Scene Graphs (CVPR '18)
  • code

• VRL [Paper]

  • Deep Variation-Structured Reinforcement Learning for Visual Relationship and Attribute Detection, CVPR, 2017.
    Xiaodan Liang, Lisa Lee, Eric P. Xing

• RPN [Paper]

  • Relationship Proposal Networks, CVPR, 2017.
    Ji Zhang, Mohamed Elhoseiny, Scott Cohen, Walter Chang, Ahmed Elgammal

• CMN [Paper]

  • Modeling Relationships in Referential Expressions With Compositional Modular Networks, CVPR, 2017.
    Ronghang Hu, Marcus Rohrbach, Jacob Andreas, Trevor Darrell, Kate Saenko

• ViP-CNN [Paper]

  • ViP-CNN: Visual Phrase Guided Convolutional Neural Network, CVPR, 2017.
    Yikang Li, Wanli Ouyang, Xiaogang Wang, Xiao'ou Tang

• VTransE [Paper]

  • Visual Translation Embedding Network for Visual Relation Detection, CVPR, 2017.
    Hanwang Zhang, Zawlin Kyaw, Shih-Fu Chang, Tat-Seng Chua

• MSDN [Paper]

  • Scene Graph Generation From Objects, Phrases and Region Captions, ICCV, 2017.
    Yikang Li, Wanli Ouyang, Bolei Zhou, Kun Wang, Xiaogang Wang
  • code

• Image-Language Cues [Paper]

  • Phrase Localization and Visual Relationship Detection With Comprehensive Image-Language Cues, ICCV, 2017.
    Bryan A. Plummer, Arun Mallya, Christopher M. Cervantes, Julia Hockenmaier, Svetlana Lazebnik

• LK Distillation [Paper]

  • Visual Relationship Detection With Internal and External Linguistic Knowledge Distillation, ICCV, 2017.
    Ruichi Yu, Ang Li, Vlad I. Morariu, Larry S. Davis

• TFR [Paper]

  • Tensorize, Factorize and Regularize: Robust Visual Relationship Learning, CVPR, 2018.
    Seong Jae Hwang, Sathya N. Ravi, Zirui Tao, Hyunwoo J. Kim, Maxwell D. Collins, Vikas Singh

• SSAS [Paper]

  • Referring Relationships, CVPR, 2018.
    Ranjay Krishna, Ines Chami, Michael Bernstein, Li Fei-Fei

• Factorizable Net [Paper]

  • Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation
  • code

• ** NA ** [Paper]

  • Image Retrieval using Scene Graphs

• a [Paper] *